Automatic Generation of Hypertext Links in Information Retrieval Systems: A Stochastic and an Incremental Algorithm.

Alain Lelu: Automatic Generation of Hypertext Links in Information Retrieval Systems: A Stochastic and an Incremental Algorithm. SIGIR 1991: 326-335

@inproceedings{DBLP:conf/sigir/Lelu91,
  author    = {Alain Lelu},
  editor    = {Abraham Bookstein and
               Yves Chiaramella and
               Gerard Salton and
               Vijay V. Raghavan},
  title     = {Automatic Generation of Hypertext Links in Information Retrieval
               Systems: A Stochastic and an Incremental Algorithm},
  booktitle = {Proceedings of the 14th Annual International ACM SIGIR Conference
               on Research and Development in Information Retrieval. Chicago,
               Illinois, USA, October 13-16, 1991 (Special Issue of the SIGIR
               Forum)},
  publisher = {ACM},
  year      = {1991},
  isbn      = {0-89791-448-1},
  pages     = {326-335},
  ee        = {db/conf/sigir/Lelu91.html},
  crossref  = {DBLP:conf/sigir/91},
  bibsource = {DBLP, http://dblp.uni-trier.de}
}

Abstract

A hypertext procedure for browsing through documentary databases is proposed, based upon a global synthetic mapping in addition to a set of local scanning axes. A method is developed for automatic generation of these relevant axes: local component analysis. It consists in tracking the local maxima of a "partial inertia" landscape. First, a "neural" algorithm converging after several passes on the data is presented. Then a deterministic one-pass algorithm is deduced, allowing dynamic data-flow analysis.

Copyright © 1991 by the ACM, Inc., used by permission. Permission to make digital or hard copies is granted provided that copies are not made or distributed for profit or direct commercial advantage, and that copies show this notice on the first page or initial screen of a display along with the full citation.

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Abraham Bookstein, Yves Chiaramella, Gerard Salton, Vijay V. Raghavan (Eds.): Proceedings of the 14th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval. Chicago, Illinois, USA, October 13-16, 1991 (Special Issue of the SIGIR Forum). ACM 1991, ISBN 0-89791-448-1
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